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| 基于多目标优化策略的螺旋弹簧可靠性稳健优化设计 | |
| 引用本文： | 刘仁云,侯树范,张义民.基于多目标优化策略的螺旋弹簧可靠性稳健优化设计[J].机械强度,2012,34(2):214-218. |
| 作者姓名： | 刘仁云 侯树范 张义民 |
| 作者单位： | 1. 长春师范学院数学学院,长春,130032 2. 吉林大学计算机科学与技术学院,长春,130012 3. 东北大学机械工程与自动化学院,沈阳,110004 |
| 基金项目： | 吉林省自然科学基金(20101520);吉林省教育厅“十一五”科学技术研究项目(吉教科合字2010第149号)资助~~ |
| 摘 要： | 应用可靠性稳健优化设计理论和多目标决策方法,将车辆螺旋弹簧的可靠性稳健优化设计转化为多目标问题.运用层次分析法选取粒子群算法中的全局极值和个体极值,提出基于层次分析法的多目标粒子群算法,并将该算法应用于可靠性稳健优化设计的多目标模型求解中.与传统方法相比,该方法简便、易行,并能迅速准确地得到车辆螺旋弹簧的可靠性稳健优化设计信息. |
| 关 键 词： | 可靠性稳健优化设计 粒子群算法 层次分析 多目标优化 |
ROBUST OPTIMIZATION DESIGN FOR RELIABILITY FOR COIL SPRING BASED ON MULTI-OBJECTIVE DECISION MAKING METHODS |
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| LIU RenYun , HOU ShuFan , ZHANG YiMin.ROBUST OPTIMIZATION DESIGN FOR RELIABILITY FOR COIL SPRING BASED ON MULTI-OBJECTIVE DECISION MAKING METHODS[J].Journal of Mechanical Strength,2012,34(2):214-218. | |
| Authors: | LIU RenYun HOU ShuFan ZHANG YiMin |
| Affiliation: | 1.College of Mathematics,Changchun Normal University,Changchun 130032,China)(2.School of Computer Science & Technology,Jilin University,Changchun 130012,China)(3.School of Mechanical Engineering and Automation,Northeastern University,Shenyang,110004,China) |
| Abstract: | The problem of robust optimization design for reliability(RODR) for vehicle coil spring was changed to multi-objective problem by multi-objective decision making methods and reliability optimization design theory.And the global best and personal best of particle swarm algorithm were selected by analytic hierarchy process(AHP).Further more,the multi-objective particle swarm algorithm method based on AHP was presented to solve multi-objective model on robust optimization design for reliability.Comparing with traditional methods,this approach proposed is quick and effective for obtaining information of RODR for coil spring. |
| Keywords: | Robust optimization design for reliability Particle swarm algorithm Analytic hierarchy process Multi-objective optimization |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
